#climatechange, Twitter, 8/6/2020 12:53:32 AM, 231975


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#climatechange_2020-08-05_17-20-00.xlsx
#climatechange_2020-08-05_17-20-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
#climatechange via NodeXL https://bit.ly/33CMEC6
@pauledawson
@ourfuturebot
@weincludedorg
@eankitpandey
@arikring
@gretathunberg
@savenaturebot
@eco1start
@dawnroseturner
@madlove_love

Top hashtags:
#climatechange
#climatecrisis
#climateaction
#environment

Description:
Description
The graph represents a network of 8,173 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 August 2020 at 00:33 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 6-hour, 53-minute period from Sunday, 02 August 2020 at 20:32 UTC to Wednesday, 05 August 2020 at 03:26 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 8173
Unique Edges : 6165
Edges With Duplicates : 12711
Total Edges : 18876
Number of Edge Types : 5
Retweet : 5392
MentionsInRetweet : 7962
Mentions : 3392
Tweet : 1803
Replies to : 327
Self-Loops : 1987
Reciprocated Vertex Pair Ratio : 0.0188267934998018
Reciprocated Edge Ratio : 0.0369577903131686
Connected Components : 1166
Single-Vertex Connected Components : 471
Maximum Vertices in a Connected Component : 5292
Maximum Edges in a Connected Component : 14769
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.908812
Graph Density : 0.000153945763778505
Modularity : 0.525972
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,173 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 August 2020 at 00:33 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 6-hour, 53-minute period from Sunday, 02 August 2020 at 20:32 UTC to Wednesday, 05 August 2020 at 03:26 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #climatechange
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://www.weforum.org/agenda/2020/07/svalbard-seed-vault-arctic-climate-change
[26] http://dia-da-terra.blogspot.com/2017/02/earthday-monitoring-vital-signs-of.html?spref=tw
[24] http://www.fiskerinc.com/
[23] https://twinybots.ch/
[16] https://www.youtube.com/watch?v=LqEFyzUfNWU&feature=youtu.be

[15] http://kdkfund.blogspot.com/2020/08/weekly-july-27-31-metrics-and-notes.html
[14] https://www.theguardian.com/us-news/2020/aug/04/rising-global-temperatures-death-toll-infectious-diseases-study
[12] https://www.youtube.com/watch?v=d5W2rptNiXg&feature=youtu.be

[12] http://smartdissent.com/article/corrupt-and-criminal-trump-eliminating-science-corporate-profits
[11] https://www.nytimes.com/2020/08/04/climate/hurricane-isaias-apple-fire-climate.html

Top URLs in Tweet in G1:
[21] https://www.weforum.org/agenda/2020/07/svalbard-seed-vault-arctic-climate-change
[8] https://www.renewableenergyworld.com/2020/08/03/top-hydrogen-news-from-july-2020/
[6] https://www.weforum.org/agenda/2020/08/pandemic-policy-must-be-climate-policy
[6] https://www.weforum.org/agenda/2020/07/ghana-bamboo-bike-cycling-sustainability
[5] https://yaleclimateconnections.org/2020/07/which-matters-more-reducing-meat-consumption-or-eating-local/?fbclid=IwAR2lW91hl8YnhPXGeqgQWjtzjjU_87K5vfYCZhi5Ja6936VYJur26kOSFFM
[4] https://twitter.com/ECOWARRIORSS/status/1290317492745797634
[4] https://ecoclipper.org/News/free-energy/
[3] https://twitter.com/ComedyCentral/status/1179063334806736897
[3] https://www.youtube.com/watch?v=Y9QXJeLuBJA&feature=youtu.be

[3] https://www.youtube.com/watch?v=sN9-TRR5q_k


Top URLs in Tweet in G2:
[11] https://www.youtube.com/watch?v=d5W2rptNiXg&feature=youtu.be

[8] https://www.aft.org/news/climate-change-hurting-workers-and-kids
[6] https://itunes.apple.com/us/movie/eve-n-god-this-female-is-not-yet-rated/id1447735793
[6] https://music.apple.com/us/album/this-female-is-not-yet-rated/1402313761
[6] https://medium.com/@mondofilm/interview-with-cali-lili-from-eve-n-god-this-female-is-not-yet-rated-6d50611b758e
[4] https://blog.iammarketingmedia.com/increasing-arctic-freshwater-is-driven-by-climate-change/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/first-world-blamed-for-climate-change-as-the-third-world-suffers/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/climate-change-risks-and-opportunities-outlined-in-government-report/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/climate-change-and-debt-capital-allocation/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/the-climate-connection-all-of-a-piece-covid-19-climate-change-and-social-justice/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G3:
[6] https://www.theguardian.com/us-news/2020/aug/04/rising-global-temperatures-death-toll-infectious-diseases-study
[5] https://twinybots.ch/
[3] https://www.nytimes.com/2020/07/30/climate/bangladesh-floods.html?smid=tw-share
[3] https://www.technologyreview.com/2020/08/03/1005965/climate-change-fueled-heatwaves-could-kill-millions/
[2] https://www.earth.com/news/californias-coast-is-vanishing-due-to-land-subsidence/
[2] https://www.bbc.co.uk/news/world-latin-america-53626544
[2] https://act.globaljustice.org.uk/prime-minister-stop-funding-fossil-fuels-overseas?utm_medium=social&utm_source=share&utm_campai&utm_source=twitter_share&utm_campaign=[2139]&utm_medium=share
[2] https://www.mic.com/p/earth-is-hurtling-toward-a-catastrophe-worse-than-the-dinosaur-extinction-30602151
[2] https://www.nytimes.com/interactive/2020/07/23/magazine/climate-migration.html
[2] https://www.greenbird.com/news/save-the-planet?utm_content=buffer2d252&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[26] http://dia-da-terra.blogspot.com/2017/02/earthday-monitoring-vital-signs-of.html?spref=tw
[10] https://goo.gl/S1M4vv
[8] http://dia-da-terra.blogspot.com/2011/06/signs-not-decoded-climate-and.html?spref=tw
[6] http://dia-da-terra.blogspot.com/2013/10/a-civilizacao-existe-por-consentimento.html?spref=tw
[4] https://dia-da-terra.blogspot.com/2010/10/equation-of-global-warming-part-02.html?spref=tw
[4] https://fxmb.info/1H8uxAr
[3] https://dia-da-terra.blogspot.com/2013/11/world-war-iii-human-x-nature.html?spref=tw
[3] https://www.greenbuiltinternationalbuildingcompany.com/
[2] https://www.bbc.co.uk/news/world-europe-53233387
[2] https://theconversation.com/coronavirus-shows-how-to-get-people-to-act-on-climate-change-heres-the-psychology-143300

Top URLs in Tweet in G5:
[16] https://www.youtube.com/watch?v=LqEFyzUfNWU&feature=youtu.be

[5] https://climate.nasa.gov/effects/
[3] https://climatism.blog/2019/03/29/global-wildfire-area-has-declined-contrary-to-popular-myth-climatism/
[3] https://notrickszone.com/2020/08/01/first-time-in-70-years-no-pacific-typhoon-forms-in-july-alarmists-alarmed-typhoon-trend-falling/
[2] https://www.youtube.com/watch?v=kxi7dqSX0a8&feature=youtu.be

[2] https://wattsupwiththat.com/2020/08/03/how-climate-change-panic-costs-us-trillions/
[2] https://climatism.blog/2020/08/04/what-causes-rising-atmospheric-co2-climatism/
[2] https://notrickszone.com/2020/05/31/end-of-may-antarctic-sea-ice-extent-highest-in-five-years-no-evidence-of-warming-or-melting/
[1] https://notrickszone.com/2018/12/10/the-list-grows-now-85-scientific-papers-assert-co2-has-a-minuscule-effect-on-the-climate/
[1] https://www.youtube.com/watch?v=HgMDuL9Ww7Y&feature=youtu.be


Top URLs in Tweet in G6:
[9] https://www.rateitgreen.com/green-building-articles/introduction-to-building-electrification/119
[6] https://twitter.com/billmckibben/status/1290707335145500675
[6] https://www.techchecknews.com/2020/08/gem-of-a-solar-storage-project-for-townsville-catholic-diocese/
[6] https://bubsolar.com/
[5] https://vimeo.com/ondemand/myloveisone
[4] https://www.techchecknews.com/2020/08/bp-will-slash-oil-production-by-40-and-pour-billions-into-green-energy/
[4] http://gpwx.news/1e95k
[3] https://facebook.com/anewlifepledge
[3] https://www.techchecknews.com/2020/08/report-total-decarbonization-would-create-25m-jobs/
[3] https://www.techchecknews.com/2020/08/three-ways-our-outdated-infrastructure-contributes-to-climate-change/

Top URLs in Tweet in G7:
[5] https://twinybots.ch/
[4] https://theconversation.com/how-climate-change-made-the-melting-of-new-zealands-glaciers-10-times-more-likely-143626
[4] https://www.technologyreview.com/s/613838/ai-climate-change-machine-learning/
[3] https://www.adn.com/business-economy/energy/2020/08/04/bp-built-its-business-on-oil-and-gas-and-climate-change-is-taking-it-apart/
[3] https://funwritings.com/2020/07/17/__trashed-2/
[2] https://www.carbonbrief.org/state-of-the-climate-2020-set-to-be-first-or-second-warmest-year-on-record
[2] https://twitter.com/WeDontHaveTime/status/1290034370942648320
[2] https://www.jdsupra.com/legalnews/circuit-courts-give-climate-change-48825/
[2] https://twitter.com/dwnews/status/1290393503571365891
[2] https://nypost.com/2020/07/30/offshore-wind-power-vast-boondoggle-that-ny-can-no-longer-afford/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons

Top URLs in Tweet in G8:
[7] https://www.theguardian.com/environment/2020/jul/29/bees-food-crops-shortage-study
[2] https://www.theguardian.com/environment/2020/aug/05/throng-of-new-penguin-colonies-in-antarctica-spotted-from-space
[1] https://twitter.com/Immortalzen/status/1246904286329450496
[1] https://twitter.com/StevePriceMedia/status/1289734378533183489
[1] https://www.routledge.com/Environmental-Law-and-Governance-in-the-Pacific-Climate-Change-Biodiversity/Wewerinke-Singh-Hamman/p/book/9780367203245

Top URLs in Tweet in G9:
[5] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s10311-020-01059-w
[4] https://podcasts.apple.com/us/podcast/ecoright-speaks/id1517467663&ls=1
[2] https://twitter.com/UNFCCC/status/1290328380949368832
[1] https://coloradosun.com/2020/08/02/michael-bennet-donald-trump-joe-biden-climate-opinion/
[1] https://www.nytimes.com/interactive/2017/03/21/climate/how-americans-think-about-climate-change-in-six-maps.html?_r=1&utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://twitter.com/CBCAlerts/status/1290019139365421056
[1] https://twitter.com/UNFCCC/status/1290298027572436992
[1] https://twitter.com/lraitt/status/1290747450056159232
[1] https://twitter.com/SCAR_Tweets/status/1290201045470085121
[1] https://www.pewresearch.org/?post_type=fact-tank&p=313591

Top URLs in Tweet in G10:
[7] http://secure.hostgator.com/~affiliat/cgi-bin/affiliates/clickthru.cgi?id=Bankroller&page=http://www.hostgator.com/green-web-hosting.shtml
[3] https://www.theguardian.com/environment/2020/aug/04/theres-still-a-choice-new-zealands-melting-glaciers-show-the-human-fingerprints-of-climate-change?CMP=Share_iOSApp_Other
[2] https://www.mattysparadigm.org/hell-and-destruction-are-never-full/
[2] https://www.mattysparadigm.org/consume-the-earth-with-her-increase/
[2] https://journals.ametsoc.org/jcli/article/33/17/7679/348734/Memory-Effect-of-the-Southern-Atlantic-Subtropical
[2] https://epages.wordpress.com/2020/08/02/cooling-of-earth-caused-by-eruptions-not-meteors-sciencedaily-opinion/
[2] https://www.walesonline.co.uk/news/wales-news/sea-level-climate-change-wales-18695700?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://robertkopecky.blogspot.com/2017/12/how-global-consciousness-is-coherently.html
[2] https://louderthanhate.com/
[2] https://www.nature.com/articles/s41558-020-0840-y

Top Domains
Top Domains in Tweet in Entire Graph:
[502] twitter.com
[139] youtube.com
[115] blogspot.com
[104] theguardian.com
[72] iammarketingmedia.com
[65] co.uk
[58] weforum.org
[45] linkedin.com
[41] nytimes.com
[39] bit.ly

Top Domains in Tweet in G1:
[69] twitter.com
[44] weforum.org
[10] youtube.com
[8] renewableenergyworld.com
[7] theguardian.com
[5] yaleclimateconnections.org
[4] quirkyforum.com
[4] blogspot.com
[4] ecoclipper.org
[3] technologyreview.com

Top Domains in Tweet in G2:
[68] iammarketingmedia.com
[59] twitter.com
[43] youtube.com
[15] apple.com
[12] medium.com
[8] theguardian.com
[8] aft.org
[7] vox.com
[6] rateitgreen.com
[6] co.uk

Top Domains in Tweet in G3:
[109] twitter.com
[19] theguardian.com
[18] youtube.com
[17] co.uk
[15] blogspot.com
[15] linkedin.com
[11] nytimes.com
[6] instagram.com
[5] twinybots.ch
[5] bbc.com

Top Domains in Tweet in G4:
[54] blogspot.com
[11] theguardian.com
[10] goo.gl
[6] theconversation.com
[5] twitter.com
[4] co.uk
[4] fxmb.info
[3] greenbuiltinternationalbuildingcompany.com
[2] thebarentsobserver.com
[2] forbes.com

Top Domains in Tweet in G5:
[23] youtube.com
[13] twitter.com
[7] notrickszone.com
[6] nasa.gov
[6] climatism.blog
[3] friendsofscience.org
[2] energyinnovationact.org
[2] wattsupwiththat.com
[2] go.jp
[1] medium.com

Top Domains in Tweet in G6:
[19] twitter.com
[16] techchecknews.com
[9] com.au
[9] rateitgreen.com
[7] gpwx.news
[6] forbes.com
[6] bubsolar.com
[5] vimeo.com
[4] blogspot.com
[4] facebook.com

Top Domains in Tweet in G7:
[48] twitter.com
[6] theconversation.com
[5] twinybots.ch
[4] blogspot.com
[4] technologyreview.com
[4] theguardian.com
[4] washingtonpost.com
[3] adn.com
[3] iammarketingmedia.com
[3] funwritings.com

Top Domains in Tweet in G8:
[9] theguardian.com
[2] twitter.com
[1] routledge.com

Top Domains in Tweet in G9:
[11] twitter.com
[6] bloomberg.com
[5] springer.com
[4] apple.com
[2] columbia.edu
[1] coloradosun.com
[1] nytimes.com
[1] pewresearch.org
[1] hankfortexas.com
[1] washingtonpost.com

Top Domains in Tweet in G10:
[14] mattysparadigm.org
[7] theguardian.com
[7] hostgator.com
[5] ametsoc.org
[3] bbc.com
[3] twitter.com
[2] wordpress.com
[2] co.uk
[2] blogspot.com
[2] louderthanhate.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5178] climatechange
[461] climatecrisis
[381] climateaction
[306] environment
[282] globalwarming
[274] climateemergency
[231] climate
[223] covid19
[178] theprojecttv
[163] steveprice



Top Hashtags in Tweet in G1:
[445] climatechange
[166] climateemergency
[112] climatecrisis
[75] climateaction
[68] climatestrike
[54] environment
[47] climate
[46] extinctionrebellion
[36] globalwarming
[32] sustainability

Top Hashtags in Tweet in G2:
[603] climatechange
[173] climateaction
[83] climatecrisis
[65] arctic
[64] environment
[62] adaptation
[57] antarctica
[39] carbondioxide
[38] covid19
[38] climatescience

Top Hashtags in Tweet in G3:
[554] climatechange
[44] globalwarming
[32] climatecrisis
[30] environment
[27] covid19
[22] climate
[18] nature
[18] sustainability
[12] climateaction
[12] temperature

Top Hashtags in Tweet in G4:
[141] climatechange
[61] globalwarming
[30] earthday
[24] diadaterra
[23] earthquake
[22] geologicalchange
[21] actonclimate
[14] curitiba
[14] brazil
[11] climate

Top Hashtags in Tweet in G5:
[77] climatechange
[6] cdnpoli
[6] climate
[6] co2
[5] culture
[5] climatecrisis
[5] 気候変動
[4] climatehoax
[4] isaias
[4] reproductivechoice

Top Hashtags in Tweet in G6:
[256] climatechange
[40] cleanenergy
[29] renewableenergy
[26] climatecrisis
[23] covid
[20] climateaction
[19] climate
[19] renewables
[17] sustainability
[16] tcnn

Top Hashtags in Tweet in G7:
[241] climatechange
[35] climatecrisis
[13] covid19
[13] environment
[11] climateaction
[9] climateemergency
[8] energy
[7] worktogether
[7] happeningnow
[6] globalwarming

Top Hashtags in Tweet in G8:
[175] theprojecttv
[161] steveprice
[21] climatechange
[7] climate
[4] environmentallaw
[4] pacificislands
[2] wildlife
[2] antartica
[1] liberal
[1] auspol2020

Top Hashtags in Tweet in G9:
[106] climatechange
[62] climatecrisis
[25] climatebrawl
[10] climateemergency
[7] columbiaenergyexchange
[6] climatepoli
[6] cdnpoli
[5] ecoright
[4] biden2020
[3] mentalhealth

Top Hashtags in Tweet in G10:
[125] climatechange
[24] globalwarming
[11] climateactionnow
[7] climate
[7] webhost
[7] webhosting
[6] climateaction
[6] climatecrisis
[6] environment
[6] 2020election

Top Words
Top Words in Tweet in Entire Graph:
[5171] #climatechange
[1273] climate
[848] change
[786] more
[473] world
[461] #climatecrisis
[433] pauledawson
[381] #climateaction
[350] fight
[349] people

Top Words in Tweet in G1:
[445] #climatechange
[166] #climateemergency
[112] #climatecrisis
[75] climate
[75] #climateaction
[72] arikring
[68] #climatestrike
[54] dawnroseturner
[54] #environment
[54] jackthelad1947

Top Words in Tweet in G2:
[603] #climatechange
[231] climate
[173] #climateaction
[148] change
[138] more
[96] read
[83] #climatecrisis
[76] world
[65] #arctic
[64] #environment

Top Words in Tweet in G3:
[554] #climatechange
[85] climate
[69] change
[44] #globalwarming
[44] more
[32] #climatecrisis
[30] #environment
[27] #covid19
[23] people
[22] #climate

Top Words in Tweet in G4:
[380] pauledawson
[141] #climatechange
[124] reef
[122] world
[118] climate
[113] change
[113] significant
[110] people
[90] day
[89] summer

Top Words in Tweet in G5:
[77] #climatechange
[40] july
[34] last
[32] syowa
[25] friendsoscience
[23] time
[22] temperature
[21] 2020
[20] kiryenet
[18] year

Top Words in Tweet in G6:
[256] #climatechange
[49] change
[47] climate
[42] more
[40] #cleanenergy
[40] strawman
[37] need
[29] #renewableenergy
[26] #climatecrisis
[25] cycles

Top Words in Tweet in G7:
[241] #climatechange
[90] climate
[50] change
[44] more
[35] #climatecrisis
[27] one
[26] sea
[23] time
[22] rising
[22] energy

Top Words in Tweet in G8:
[175] theprojecttv
[175] #theprojecttv
[173] peterwmurphy1
[161] dear
[161] longer
[161] watch
[161] provide
[161] platform
[161] #steveprice
[161] regularly

Top Words in Tweet in G9:
[114] climate
[111] geraldkutney
[106] #climatechange
[97] realdonaldtrump
[63] science
[62] #climatecrisis
[56] polyb1123
[56] pullnews
[50] deniers
[41] case

Top Words in Tweet in G10:
[125] #climatechange
[35] climate
[24] #globalwarming
[19] change
[13] global
[13] joebiden
[11] #climateactionnow
[11] people
[11] already
[9] join

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[692] climate,change
[246] fight,#climatechange
[180] #climatechange,#climatecrisis
[163] dear,theprojecttv
[163] theprojecttv,longer
[163] longer,watch
[163] watch,#theprojecttv
[163] #theprojecttv,provide
[163] provide,platform
[163] platform,#steveprice

Top Word Pairs in Tweet in G1:
[49] #climatechange,#climatecrisis
[44] #climatechange,#climateemergency
[37] #climateemergency,#climatechange
[34] climate,change
[30] #climatecrisis,#climateemergency
[25] #extinctionrebellion,#climateemergency
[24] adamrogers2030,reclaimanglesea
[24] record,temperatures
[23] #facetheclimateemergency,#buildbackbetter
[23] #buildbackbetter,#blacklivesmatter

Top Word Pairs in Tweet in G2:
[143] climate,change
[78] read,more
[62] more,#adaptation
[54] #adaptation,#antarctica
[51] #climateaction,#climatechange
[48] #antarctica,#arctic
[46] #climatechange,#climateaction
[39] #arctic,#carbondioxide
[38] #carbondioxide,#climateaction
[38] #climatechange,#climatescience

Top Word Pairs in Tweet in G3:
[52] climate,change
[17] #climatechange,#globalwarming
[17] #globalwarming,#climatechange
[16] #climatechange,#climatecrisis
[12] #temperature,#climatechange
[9] covid,19
[8] #climatechange,#climateaction
[8] #covid19,#climatechange
[7] change,#climatechange
[7] #climatecrisis,#climatechange

Top Word Pairs in Tweet in G4:
[86] climate,change
[62] summer,world
[62] world,largest
[62] largest,coral
[62] coral,reef
[62] reef,system
[62] system,great
[62] great,barrier
[62] barrier,reef
[62] reef,suffered

Top Word Pairs in Tweet in G5:
[18] mean,monthly
[18] monthly,temperature
[18] temperature,july
[18] july,2020
[17] last,year
[16] seamusoregan,nonsense
[16] nonsense,last
[16] last,time
[16] time,saw
[16] saw,paris

Top Word Pairs in Tweet in G6:
[31] climate,change
[23] milankovitch,cycles
[22] babyboomer,bust
[20] bust,lifecycle
[20] co2,strawman
[19] lifecycle,corona
[19] corona,virus
[19] virus,#covid
[19] #covid,strawman
[18] #climatecrisis,#climatechange

Top Word Pairs in Tweet in G7:
[46] climate,change
[16] activist360,launched
[16] launched,twitter
[16] twitter,think
[16] think,#climatecrisis
[16] #climatecrisis,one
[16] one,vital
[16] vital,challenges
[16] challenges,time
[15] maddenifico,activist360

Top Word Pairs in Tweet in G8:
[161] dear,theprojecttv
[161] theprojecttv,longer
[161] longer,watch
[161] watch,#theprojecttv
[161] #theprojecttv,provide
[161] provide,platform
[161] platform,#steveprice
[161] #steveprice,regularly
[161] regularly,mocks
[160] peterwmurphy1,dear

Top Word Pairs in Tweet in G9:
[50] climate,deniers
[36] realdonaldtrump,pullnews
[36] geraldkutney,climate
[32] polyb1123,realdonaldtrump
[31] deniers,case
[31] case,memo
[31] memo,education
[31] education,brainwashing
[31] brainwashing,science
[31] science,propaganda

Top Word Pairs in Tweet in G10:
[18] #climatechange,#globalwarming
[16] climate,change
[8] global,warming
[8] kjv,#climatechange
[7] climate,refugees
[7] use,25
[7] 25,coupon
[7] coupon,code
[7] code,get25offhg
[6] #climateactionnow,#climatechange

Top Replied-To
Top Replied-To in Entire Graph:
@polyb1123
@fcmfcs2019
@andrewyng
@elonmusk
@gretathunberg
@whitehouse
@cronksciswag
@hazloe3
@aguy_pnw
@eloise_gibson

Top Replied-To in G1:
@gretathunberg
@hazloe3
@jackthelad1947
@patechinois1
@jackieweisberg1
@mikarantane
@ekmeteo
@oceana
@climatepsych
@cberrl

Top Replied-To in G2:
@opprime_tv
@greenpeaceusa
@hassan_xeb
@greenpeacenz
@bikeakl
@catheri50759650
@un
@animal_leaks
@johnoberg
@tony__heller

Top Replied-To in G4:
@vandahmier
@geographile
@l_deweaver

Top Replied-To in G5:
@seamusoregan
@cronksciswag
@fcmfcs2019
@ldtg117
@cathmckenna
@willard1951
@jamie_margolin
@williamogilvie1
@leelaaheer
@greenpeaceuk

Top Replied-To in G6:
@elonmusk
@aguy_pnw
@brightly_burn
@paf000001
@martyupnorth
@thegreenguy10
@flyinghammers
@maximebernier
@bret_sears
@devindrover

Top Replied-To in G7:
@tpusa
@repderekkilmer
@kidinasandbox

Top Replied-To in G9:
@polyb1123
@fcmfcs2019
@whitehouse
@pullnews
@savezplanet
@gopchairwoman
@mike_pence
@unionbuster
@kmtildsley
@zach_coffin

Top Replied-To in G10:
@joebiden
@tomsteyer
@thisiskattaylor
@studiomarkallen

Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@theprojecttv
@peterwmurphy1
@laurie_garrett
@geraldkutney
@mikebloomberg
@realdonaldtrump
@johnkasich
@henrikfisker
@arikring

Top Mentioned in G1:
@arikring
@dawnroseturner
@jackthelad1947
@ecowarriorss
@wef
@amazingchevvolt
@profstrachan
@ristori20
@charluv2011
@gretathunberg

Top Mentioned in G2:
@iam__network
@licypriyak
@unep
@un
@unyouthenvoy
@youtube
@nrdc
@wakiodorcas
@kelly00831498
@zeroco2_

Top Mentioned in G3:
@sillymickel
@barbarardrake
@charlesraven8
@wordsonlife
@climateactiong1
@campkinda
@wm_books
@carsonkievman
@adriansysnet
@_oscience

Top Mentioned in G4:
@pauledawson
@ruisaldanha
@ethoslifestyle
@chinascience
@antoniajuhasz
@thentnews
@herbivore_club
@ecowarriorss
@gretathunberg
@edwilsonwx13hd

Top Mentioned in G5:
@friendsoscience
@kiryenet
@nasa
@seamusoregan
@jwspry
@marijn_poels
@greenpeace
@cypress_nl
@climate_militia
@thomtillis

Top Mentioned in G6:
@makingenvirnews
@princeton
@techchecknn
@smh
@climatetrace
@onjolo_kenya
@terrapower
@jimtolbertnc
@npomalley
@organicconsumer

Top Mentioned in G7:
@gggi_hq
@maddenifico
@activist360_co
@extinctionr
@jamespeshaw
@rawngreen
@massdoer
@massgovernor
@potus
@hroadie

Top Mentioned in G8:
@theprojecttv
@peterwmurphy1
@seanbradbery
@drobwlldiad
@lee_tennant
@pauledawson
@envsuseditor
@newscorp
@immortalzen
@mediaactive

Top Mentioned in G9:
@geraldkutney
@realdonaldtrump
@pullnews
@polyb1123
@michaelbennet
@carriemoonbeams
@bill_loveless
@climate
@cypress_nl
@climate_militia

Top Mentioned in G10:
@joebiden
@audubonsociety
@pauldjohnston
@codysimms
@thedemocrats
@serverlesschats
@earthorg
@ceresnews
@rossdailynews
@kelseyjofreeman

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dichristine
@jurylady5
@cowboyscifibot
@nblackthorne
@lennaleprena
@robre62
@raymond_norman
@solutioneer72
@annemariayritys

Top Tweeters in G1:
@robre62
@dancas2
@sddphoto
@lehimesa
@joannecangal
@billnigh
@normanbuffong
@jjj5819
@npsusa
@morgfair

Top Tweeters in G2:
@nilimajumder
@iam__network
@stiffmidlefinga
@hackneywick
@paulrogers002
@nomoreslaves
@quick13
@lushcosmetics
@aktiondemograph
@sacbee_news

Top Tweeters in G3:
@revolution_fr
@albertarabbit
@davidmatheson27
@bprophetable
@dataaugmented
@adriansysnet
@sillymickel
@tampabaybucsfan
@laurelworlds
@herrkusuma

Top Tweeters in G4:
@sudeepkhatri
@3wombats
@femtech_
@ruisaldanha
@ken_crichlow
@markburgerenerg
@glasgow_watch
@reporterphoenix
@kevinrns
@persistentpengn

Top Tweeters in G5:
@roomeezon
@himurotakasi
@palebrown
@eachus
@yackydoodledndy
@tokyo_tom
@_animaladvocate
@jenninemorgan
@llviola
@plagueofprogs

Top Tweeters in G6:
@freeboostpromo
@cipherequality
@papriddey
@happyheart411
@godelitsas
@torontostar
@washtimes
@stephencgill
@tarundsnaol
@smh

Top Tweeters in G7:
@doodlebug0
@llstudent08
@sampson_elaine
@washingtonpost
@avonan
@nypost
@gadflyquebec
@sdvicto
@alisonborealis
@stephenbranham1

Top Tweeters in G8:
@minhkular
@davidbewart
@slsandpet
@broomstick33
@danascully2
@mdmabsentminded
@roseg
@juliecorb
@heb2205
@aconvict

Top Tweeters in G9:
@business
@safetypindaily
@straitarrow10
@natricer
@yolie_rios
@mightymykey1
@nationalpost
@elvislver56
@yvonne_erdmann
@jmreycroft

Top Tweeters in G10:
@foxnews
@genghisgalahad2
@serverlessfan
@riverasunauthor
@imagine_garden
@cityguidemunich
@sierraclub
@cash_rules_
@lasvegassun
@mainstreamnews